Evaluation of RAG Metrics for Question Answering in the Telecom Domain
Fuente:
arXiv
Guardado en:
| Autores principales: | Roychowdhury, Sujoy, Soman, Sumit, Ranjani, H G, Gunda, Neeraj, Chhabra, Vansh, Bala, Sai Krishna |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications
por: Roychowdhury, Sujoy, et al.
Publicado: (2024)
por: Roychowdhury, Sujoy, et al.
Publicado: (2024)
Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval
por: Roychowdhury, Sujoy, et al.
Publicado: (2024)
por: Roychowdhury, Sujoy, et al.
Publicado: (2024)
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom
por: Sen, Rishika, et al.
Publicado: (2025)
por: Sen, Rishika, et al.
Publicado: (2025)
A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents
por: Soman, Sumit, et al.
Publicado: (2025)
por: Soman, Sumit, et al.
Publicado: (2025)
From PDF to RAG-Ready: Evaluating Document Conversion Frameworks for Domain-Specific Question Answering
por: Santos, José Guilherme Marques dos, et al.
Publicado: (2026)
por: Santos, José Guilherme Marques dos, et al.
Publicado: (2026)
FARSIQA: Faithful and Advanced RAG System for Islamic Question Answering
por: Asl, Mohammad Aghajani, et al.
Publicado: (2025)
por: Asl, Mohammad Aghajani, et al.
Publicado: (2025)
Observations on Building RAG Systems for Technical Documents
por: Soman, Sumit, et al.
Publicado: (2024)
por: Soman, Sumit, et al.
Publicado: (2024)
Observations on LLMs for Telecom Domain: Capabilities and Limitations
por: Soman, Sumit, et al.
Publicado: (2023)
por: Soman, Sumit, et al.
Publicado: (2023)
Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
por: Unda, Victor P.
Publicado: (2026)
por: Unda, Victor P.
Publicado: (2026)
MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question Answering
por: Yim, Wen-wai, et al.
Publicado: (2025)
por: Yim, Wen-wai, et al.
Publicado: (2025)
A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation
por: Chen, Ziyang, et al.
Publicado: (2025)
por: Chen, Ziyang, et al.
Publicado: (2025)
Towards Probabilistic Question Answering Over Tabular Data
por: Shen, Chen, et al.
Publicado: (2025)
por: Shen, Chen, et al.
Publicado: (2025)
A Study into Investigating Temporal Robustness of LLMs
por: Wallat, Jonas, et al.
Publicado: (2025)
por: Wallat, Jonas, et al.
Publicado: (2025)
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
por: Günther, Michael, et al.
Publicado: (2024)
por: Günther, Michael, et al.
Publicado: (2024)
DPDisc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text
por: Zhang, Liangliang, et al.
Publicado: (2025)
por: Zhang, Liangliang, et al.
Publicado: (2025)
EnterpriseRAG-Bench: A RAG Benchmark for Company Internal Knowledge
por: Sun, Yuhong, et al.
Publicado: (2026)
por: Sun, Yuhong, et al.
Publicado: (2026)
A Case Study of Balanced Query Recommendation on Wikipedia
por: Mishra, Harshit, et al.
Publicado: (2025)
por: Mishra, Harshit, et al.
Publicado: (2025)
MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific-Source Retrieval
por: Bakagianni, Juli, et al.
Publicado: (2026)
por: Bakagianni, Juli, et al.
Publicado: (2026)
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
por: Demir, M. Mikail, et al.
Publicado: (2025)
por: Demir, M. Mikail, et al.
Publicado: (2025)
RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval
por: Wang, Yongjie, et al.
Publicado: (2025)
por: Wang, Yongjie, et al.
Publicado: (2025)
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings
por: Mohr, Isabelle, et al.
Publicado: (2024)
por: Mohr, Isabelle, et al.
Publicado: (2024)
Efficient Code Embeddings from Code Generation Models
por: Kryvosheieva, Daria, et al.
Publicado: (2025)
por: Kryvosheieva, Daria, et al.
Publicado: (2025)
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO
por: Butt, Umer, et al.
Publicado: (2024)
por: Butt, Umer, et al.
Publicado: (2024)
XPath Agent: An Efficient XPath Programming Agent Based on LLM for Web Crawler
por: Li, Yu, et al.
Publicado: (2024)
por: Li, Yu, et al.
Publicado: (2024)
Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records
por: Vitale, Jacopo, et al.
Publicado: (2026)
por: Vitale, Jacopo, et al.
Publicado: (2026)
jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval
por: Günther, Michael, et al.
Publicado: (2025)
por: Günther, Michael, et al.
Publicado: (2025)
jina-reranker-v3: Last but Not Late Interaction for Listwise Document Reranking
por: Wang, Feng, et al.
Publicado: (2025)
por: Wang, Feng, et al.
Publicado: (2025)
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever
por: Jha, Rohan, et al.
Publicado: (2024)
por: Jha, Rohan, et al.
Publicado: (2024)
jina-embeddings-v3: Multilingual Embeddings With Task LoRA
por: Sturua, Saba, et al.
Publicado: (2024)
por: Sturua, Saba, et al.
Publicado: (2024)
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary
por: Li, Yutong, et al.
Publicado: (2024)
por: Li, Yutong, et al.
Publicado: (2024)
Bidirectional RAG: Safe Self-Improving Retrieval-Augmented Generation Through Multi-Stage Validation
por: Chinthala, Teja
Publicado: (2025)
por: Chinthala, Teja
Publicado: (2025)
Correctness is not Faithfulness in RAG Attributions
por: Wallat, Jonas, et al.
Publicado: (2024)
por: Wallat, Jonas, et al.
Publicado: (2024)
ScoreRAG: A Retrieval-Augmented Generation Framework with Consistency-Relevance Scoring and Structured Summarization for News Generation
por: Lin, Pei-Yun, et al.
Publicado: (2025)
por: Lin, Pei-Yun, et al.
Publicado: (2025)
Quantifying Genuine Awareness in Hallucination Prediction Beyond Question-Side Shortcuts
por: Seo, Yeongbin, et al.
Publicado: (2025)
por: Seo, Yeongbin, et al.
Publicado: (2025)
HumanMCP: A Human-Like Query Dataset for Evaluating MCP Tool Retrieval Performance
por: Laddha, Shubh, et al.
Publicado: (2025)
por: Laddha, Shubh, et al.
Publicado: (2025)
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
por: Zong, Chang, et al.
Publicado: (2024)
por: Zong, Chang, et al.
Publicado: (2024)
FAIR-RAG: Faithful Adaptive Iterative Refinement for Retrieval-Augmented Generation
por: Asl, Mohammad Aghajani, et al.
Publicado: (2025)
por: Asl, Mohammad Aghajani, et al.
Publicado: (2025)
AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs
por: Perera, Manoj Madushanka, et al.
Publicado: (2026)
por: Perera, Manoj Madushanka, et al.
Publicado: (2026)
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments
por: Shao, Hsuan-Lei
Publicado: (2024)
por: Shao, Hsuan-Lei
Publicado: (2024)
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework
por: Sun, Jingyi, et al.
Publicado: (2024)
por: Sun, Jingyi, et al.
Publicado: (2024)
Ejemplares similares
-
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications
por: Roychowdhury, Sujoy, et al.
Publicado: (2024) -
Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval
por: Roychowdhury, Sujoy, et al.
Publicado: (2024) -
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom
por: Sen, Rishika, et al.
Publicado: (2025) -
A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents
por: Soman, Sumit, et al.
Publicado: (2025) -
From PDF to RAG-Ready: Evaluating Document Conversion Frameworks for Domain-Specific Question Answering
por: Santos, José Guilherme Marques dos, et al.
Publicado: (2026)